{"id":"W2163872014","doi":"10.1089/dia.2016.2508","title":"Advances in Exercise, Physical Activity, and Diabetes Mellitus","year":2016,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Physical Activity and Health","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Prediabetes; Medicine; Diabetes mellitus; Insulin resistance; Type 2 diabetes; Physical activity; Exercise physiology; Gerontology; Internal medicine; Physical therapy; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001726698,0.0003106265,0.0004649896,0.001326926,0.0002492741,0.001245188,0.0003319008,0.0006755019,0.003097751],"category_scores_gemma":[0.002077382,0.0001100378,0.0003339279,0.001817037,0.0006718673,0.0009939526,0.0006130128,0.001527479,0.0004563757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007312915,"about_ca_system_score_gemma":0.00152797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002843751,"about_ca_topic_score_gemma":0.005490488,"domain_scores_codex":[0.9993907,0.0002471103,0.00006764614,0.00007329192,0.0001726697,0.00004861137],"domain_scores_gemma":[0.9983209,0.0008648694,0.0002472487,0.00006628784,0.0002770683,0.0002236014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005800209,0.0007767535,0.01503624,0.004932049,0.0001621127,0.0002230663,0.0003297593,0.000469997,0.001825347,0.01746418,0.01255861,0.9456418],"study_design_scores_gemma":[0.0001957193,0.001426272,0.150051,0.006860121,0.0005635514,0.001681146,0.001064627,0.0007926952,0.001616496,0.02140468,0.8142883,0.00005532727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01313773,0.9570935,0.0004421043,0.01629698,0.001048635,0.00001028016,0.00008040357,0.00001126966,0.01187916],"genre_scores_gemma":[0.05770243,0.9351589,0.00107856,0.001897306,0.002771778,0.00001378949,0.00006016226,0.000002554826,0.001314519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003097751,"threshold_uncertainty_score":0.01036298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904157606752893,"score_gpt":0.3057789566481537,"score_spread":0.2867373805806248,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}